Available for new projects

Software Architect & AI Engineer

AI that works.
In the real world.

I’m Alaa Al Sayegh. I build AI systems that make company knowledge accessible, automate the work around it and fit cleanly into the software you already run — with the architecture experience of 15+ years in enterprise engineering.

NewTalent as a Service: international development teams in the German time zone
16+years in software engineering
25+projects across industry and mid-market
4AI platforms running in production
DE · ENRemote or Frankfurt Rhine-Main

AI & language models

  • OpenAI
  • Anthropic Claude
  • Azure OpenAI
  • Google Gemini
  • Mistral
  • Ollama

Agents & retrieval

  • MCP
  • LlamaIndex
  • n8n
  • Cognigy
  • Docling
  • spaCy · Presidio

Backend & architecture

  • .NET
  • C#
  • Python
  • FastAPI
  • NATS/RabbitMQ/MQTT
  • Akka.NET

Data & databases

  • PostgreSQL
  • SQL Server
  • MongoDB
  • Redis
  • pgvector
  • Qdrant

Cloud & DevOps

  • Azure
  • Docker
  • Kubernetes
  • Bicep
  • Azure DevOps
  • GitHub Actions

Frontend

  • TypeScript
  • React
  • Next.js

Expertise

From idea to production.

My focus: AI that survives the jump from prototype to operations.

01

AI agents & automation

Connect language models to tools, data and business processes — from MCP servers and tool calling to conversational AI and fully automated workflows.

MCP · Agentic AI · n8n · Function calling

02

Knowledge & documents

Put unstructured company knowledge to work: RAG with source citations, semantic search, OCR and intelligent document processing — including text-to-SQL for structured data.

RAG · LlamaIndex · pgvector · Qdrant

03

Architecture & development

Design and build systems that hold up: event-driven microservices, cloud infrastructure and CI/CD with .NET, Python and Kubernetes, documented to ARC42.

.NET · Python · Azure · Kubernetes

04

Data & databases

Design data models and make databases fast: schema design, query and index tuning, ETL pipelines and migrations between database systems — up to multi-tenant models with row-level security. The foundation every AI application stands on.

PostgreSQL · SQL Server · MongoDB · Redis

05

IoT & telematics

Connect devices and vehicles to the cloud: ingest GPS trackers and sensors over TCP and MQTT, turn raw data into usable events such as trips, and build applications on top — from fleet management with a digital logbook and construction-machinery tracking with beacons to smart-home emergency call systems.

MQTT · Teltonika GPS · Beacons · SignalR

How I work

Getting AI into production,
responsibly.

What sinks AI projects is rarely the model. It is the missing guard rails. So I bring a working foundation into every engagement.

01

AI-native engineering

I built my own framework for AI-assisted development: machine-readable specifications (AGENTS.md, SKILL.md, SPEC.md) that keep coding agents anchored to the architecture, coding standards and business requirements. No code merges without review, tests and performance checks.

02

Security as the default

AI agents run with least privilege and clearly bounded capabilities. No credentials in code, secrets only from Key Vault or Secrets Manager, human approval before high-impact actions — and a complete audit trail of every model call.

03

GDPR & European data residency

Personal data is detected and anonymised before any text reaches an external model. Region-locked routing, hosting in Germany and strict tenant isolation through row level security are part of the architecture, not an afterthought.

04

Independent of any vendor

Models for OCR, generation and embeddings sit behind an abstraction layer with a registry, fallback chains and cost control. Switching provider is a configuration change — not a rewrite.

Talent as a Service

Your development team.
Without the hiring marathon.

Good developers are scarce and expensive in Germany — especially for smaller companies on a tight budget. I provide well-educated international talent: developers, testers and project managers who work remotely in the German time zone and fit seamlessly into your team.

01

Ready to start quickly

Instead of months spent searching for candidates, you start with talent I select to fit your project. I take care of onboarding and ongoing technical guidance.

Development · Testing · Project management

02

Productive with AI

The team works with modern AI coding tools and follows my framework for AI-assisted development. The result: production-ready code in a short time — with review, tests and clear standards.

Coding agents · Code review · Tests

03

Costs that fit

You pay for the capacity you need — without recruiting effort or employer overheads, because the talent works through me, not as your employees. The team grows with your project, from a single developer to a complete team.

Remote · Scalable · Predictable

Success story

SV Gebäudeautomation

Part of a corporate group with more than 85 companies

For SVG I provide an international remote team of developers, testers and project managers. Together with the in-house team, it builds several enterprise applications that run in production — every day, in the German time zone and at noticeably lower cost.

I remain your point of contact: in German or English, with an architect’s experience and a firm eye on quality and communication.

Request a team
85+Companies in the group
3 rolesDevelopment, testing and project management
German time zoneWorking in your office hours

Selected work

Selected work.

A closer look at my work in AI and enterprise software.

01

LoremiAI

03/2026 – present

Senior AI Engineer & Software Architect

AI for enterprise knowledge

A multi-tenant platform connecting documents, structured data and language models.

Python · .NET · LlamaIndex · pgvector · RabbitMQ

My contribution

Architecture and development of intelligent document ingestion, RAG retrieval with source citations and model-agnostic routing across OCR, generation and embeddings. Includes PII scrubbing before any external model call, role-based access and tenant-isolated data.

02

EnBW

01/2026 – present

Senior .NET Developer & AI Specialist

AI-connected customer support

Telephony, email and conversational AI in one communication platform.

.NET 10 · Azure · MCP · Cognigy · Bicep

My contribution

Developed a .NET MCP server and an Akka.NET state machine driving communication workflows. Integrated Cognigy, MCP and OpenAI, provisioned Azure resources with Bicep and set up CI/CD in Azure DevOps on Azure Kubernetes Service.

03

Thelen Gruppe

07/2024 – 12/2025

AI Developer

Intelligent workflow automation

Document analysis and automated workflows across ERP, CRM and document management systems.

n8n · Python · LLMs · REST APIs

My contribution

Built n8n workflows and NLP components for invoices, contracts and emails. Connected local and cloud language models, with APIs and custom nodes for external systems.

04

SV Gebäudeautomation

09/2023 – 01/2026

Software Architect & Engineering Team Lead

Owning the architecture. Building the team.

Overall technical responsibility for the software architecture, and leadership of the engineering team across on-site and offshore locations.

Software architecture · .NET · React · Microservices · Azure · Scrum

My contribution

Owned the target architecture across several products — interfaces and data models, technology decisions, coding standards, review culture and the release process. Designed the architecture for the fleet management and GPS data systems, and led the company-wide knowledge platform.

Technical leadership of two Scrum teams staffed on site and offshore: building the team, onboarding and mentoring new engineers, establishing shared ways of working across time zones, and working closely with product management and the management board.

05

Heidelberg Materials

02/2019 – 09/2023

Senior Software Engineer · Azure & Microservices

Cloud platform & microservices

An Azure data platform with event-driven services as the foundation for connected applications.

Azure · C# · Kubernetes · PostgreSQL

My contribution

Developed services using Azure Functions, Event Grid, Data Lake, CQRS and event sourcing. Containerised microservices and automated delivery with Kubernetes and Helm. Client at the time: HeidelbergCement AG.

About me

Experience that connects.

An engineer at heart.
Now focused on AI.

For more than 15 years I have built enterprise software — from backend systems and cloud platforms to modern AI applications. I connect architecture with hands-on implementation, taking projects from a business idea to a solution that actually runs.

I work independently from Germany’s Rhine-Main region, communicating fluently in German and English. Away from the keyboard, you’ll find me playing football, running or volunteering as a youth football coach in Weiterstadt.

Certifications

PRINCE2 Practitioner · Certified Scrum Master · Microsoft MCTS

Get in touch

What would you like
to make possible?

Have an AI use case in mind, need an experienced engineer to help bring it to life, or want to grow your development team? Send me a short note about it — I usually reply within one business day.